Mahady remains at the Attis Arena after making six appearances so far for the Iron, since his first initial loan move.
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He remains with Andy Butler’s Scunthorpe side who currently sit sixth in the National League standings.
Mahady has a deal with Leeds to 2028.
The Scotland U21 international, 19, moved to Leeds three years ago from Celtic.